{"id":"W4292745653","doi":"10.3102/1435521","title":"Becoming an Intercultural Doctoral Student: Negotiating Identities Through Different Dialectical Processes","year":2019,"lang":"en","type":"article","venue":"Proceedings of the 2019 AERA Annual Meeting","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Dialectic; Negotiation; Sociology; Intercultural communication; Pedagogy; Computer science; Psychology; Epistemology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02478101,0.0005293306,0.0004592742,0.001710771,0.01729975,0.02662424,0.002367911,0.004139643,0.007282721],"category_scores_gemma":[0.03731888,0.0006440025,0.0007838936,0.001048615,0.02309018,0.01700752,0.02546568,0.01019118,0.002060315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004042602,"about_ca_system_score_gemma":0.01135885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002110182,"about_ca_topic_score_gemma":0.003140124,"domain_scores_codex":[0.9636243,0.03030738,0.0006407992,0.001187571,0.002001805,0.002238239],"domain_scores_gemma":[0.9784333,0.01036488,0.001414642,0.001075214,0.002129133,0.006582965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002216149,0.00006320589,0.001602106,0.00003999174,0.000009427333,0.0003695649,0.945518,0.0000419882,0.0004710801,0.04076725,0.0008265645,0.01026863],"study_design_scores_gemma":[0.000008225342,0.00003604569,0.001028185,0.0001626421,0.000008982354,0.0003389023,0.9518249,0.0001466293,0.0003366463,0.01935293,0.0267313,0.00002464751],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7142193,0.0022233,0.04119219,0.03959472,0.0009229431,0.0003508005,0.00004438317,0.0001338206,0.2013186],"genre_scores_gemma":[0.9795399,0.000656704,0.006113477,0.001906127,0.00004333597,0.000161112,0.00002675926,0.00005828751,0.0114943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02662424,"threshold_uncertainty_score":0.131056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04078371242965236,"score_gpt":0.3525159199810032,"score_spread":0.3117322075513509,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}